widedeep库 - peter-xbs/CommonCodes GitHub Wiki
https://github.com/jrzaurin/pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in pytorch
此处deeptabular有tabtransformer/tabmlp/tabresnet等多个版本,整体来说,deeptabular与Lightgbm的对比还是不分胜负,后者的速度还是快很多的,所以工业场景GBM > deeptabular
不过deeptabular还是能额外带来一些副产物,如embeddings https://jrzaurin.github.io/infinitoml/2021/05/28/pytorch-widedeep_iv.html